Discriminative feature generation for classification of imbalanced data.
Sungho SuhPaul LukowiczYong Oh LeePublished in: Pattern Recognit. (2022)
Keyphrases
- feature generation
- imbalanced data
- feature selection
- text categorization
- inductive learning
- class imbalance
- classification models
- feature extraction
- classification accuracy
- machine learning
- support vector machine
- image classification
- svm classifier
- decision rules
- decision trees
- support vector machine svm
- linear regression
- random forest
- decision boundary
- sampling methods
- text classification
- high dimensionality
- information extraction
- class distribution
- active learning
- co training
- machine learning methods
- ensemble classifier
- inductive logic programming
- model selection
- semi supervised
- feature space